Is Automated Topic Model Evaluation Broken?: The Incoherence of Coherence.
Alexander Miserlis HoylePranav GoelDenis PeskovAndrew Hian-CheongJordan L. Boyd-GraberPhilip ResnikPublished in: CoRR (2021)
Keyphrases
- topic models
- latent dirichlet allocation
- topic modeling
- generative model
- probabilistic model
- latent variables
- latent topics
- text mining
- baseline models
- text documents
- language model
- microblog posts
- databases
- topic discovery
- probabilistic topic models
- gibbs sampling
- text corpora
- bayesian networks
- variational inference
- multi view
- image classification
- artificial intelligence